Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Qiskit/mcp-servers --skill qiskit-mcp-devgit clone --depth 1 https://github.com/Qiskit/mcp-serversWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/qiskit/mcp-servers/qiskit-mcp-dev)<a href="https://agentmods.dev/skills/qiskit/mcp-servers/qiskit-mcp-dev"><img src="https://agentmods.dev/badge/skills/qiskit/mcp-servers/qiskit-mcp-dev/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/qiskit/mcp-servers/qiskit-mcp-dev"><img src="https://agentmods.dev/badge/skills/qiskit/mcp-servers/qiskit-mcp-dev.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00081 | $0.01697 |
| Opus 5 | $0.00041 | $0.00848 |
| Sonnet 5 | $0.00016 | $0.00339 |
| Haiku 4.5 | $0.00008 | $0.00170 |
Grade A, and why
qiskit-mcp-dev scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 186 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Qiskit MCP Server Development Guide
Instructions
When helping with MCP server development in this repository:
- Read existing code first - Check
server.pyand core modules before adding new functionality - Follow established patterns - Match the style of existing tools and tests
- Include license headers - All new files need the Apache 2.0 header
- Keep tools async - MCP tools use
async def, delegate to core module functions - Mock external services - Never call real IBM Quantum APIs in tests
- Update GitHub CI/CD - New servers require workflow updates (see below)
License Header (Required for all new files)
# This code is part of Qiskit.
#
# (C) Copyright IBM 2025.
#
# This code is licensed under the Apache License, Version 2.0. You may
# obtain a copy of this license in the LICENSE.txt file in the root directory
# of this source tree or at http://www.apache.org/licenses/LICENSE-2.0.
#
# Any modifications or derivative works of this code must retain this
# copyright notice, and modified files need to carry a notice indicating
# that they have been altered from the originals.
Adding a Tool
Tools go in server.py and delegate to async functions in the core module:
# Example: from qiskit_<name>_mcp_server.<core> import my_function
from qiskit_ibm_runtime_mcp_server.ibm_runtime import my_function
@mcp.tool()
async def my_tool_name(param: str, optional_param: int = 10) -> dict[str, Any]:
"""Clear description of what this tool does.
Args:
param: Description of the parameter
optional_param: Description with default behavior
Returns:
Description of the return structure
"""
return await my_function(param, optional_param)
Key patterns:
- Tool function name ends with
_toolsuffix - Docstring describes the tool for AI assistants
- Return type is
dict[str, Any] - Delegate to core module, don't implement logic here
Error Handling Pattern
All tools return consistent response format:
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 186 lines · 81 tokens per session scan A a6d54a84e0e2
qiskit-mcp-dev is a skill published in the GitHub repository Qiskit/mcp-servers (39 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 81 tokens to every session and 1,697 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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